cognitive-load

Blazingly fast cognitive complexity analysis for Python, written in Rust.

[AAAI 2023] AVCAffe: A Large Scale Audio-Visual Dataset of Cognitive Load and Affect for Remote Work

Deep behavioral and machine learning analysis explaining why mobile users systematically report lower satisfaction with AI systems. Includes SHAP explainability, cognitive load modeling, device-context effects, interaction metadata analysis, and end-to-end reproducible research code and visuals.

Análise do Impacto da Padronização de Markdown na Carga Cognitiva e Desempenho de Tarefas

Real-time biofeedback engine for macOS — reads cognitive overwhelm from your face and webcam at 30 FPS, then lets Claude restructure your workspace.

AI-powered cognitive load reduction tool for neurodiverse users - Microsoft AI Innovation Challenge 2026

Helps AI assistants reduce cognitive load, simplify decisions, and keep one clear next step when users are multitasking, stressed, foggy, or overloaded. Works for coding and everyday tasks.

Empirical study of inference energy, latency, and pedagogical quality for FP16 vs NF4 edge SLMs in AI tutoring — introducing the Learning-per-Watt (LpW) metric across GPU and CPU platforms.

CogniLoad: A Synthetic Natural Language Reasoning Benchmark With Tunable Length, Intrinsic Difficulty, and Distractor Density

This repo is a practical stimulus tool for teleoperated human-robot teams. The tool is comprised of a customizable graphical user interface and subjective questionnaires to measure affective loads. We validated that this tool can invoke different levels of affective loads through extensive user experiments.

Design system for stressed users — reduce cognitive load in justice applications

Real-time LF/HF pupillometric cognitive load via Butterworth IIR filters (Duchowski 2026). Includes AdSERP validation on 2,719 eye-tracking trials.

🧠 Reduce cognitive load in coding to enhance understanding and efficiency. Contribute to a clear, practical guide for improving code comprehension.

A tool for measuring the cognitive load of code reviews by analyzing diffs at hunk, file, and diff level. Computes configurable metrics to approximate review difficulty, designed for use in CI/CD pipelines.

Cognitive Load Reducer UI Kit — UX patterns and components designed to reduce cognitive burden for users in high-stress legal and justice contexts.

Real-time cognitive load inference using behavioral interaction data

Análise de Intervenção em Ansiedade com Descoberta Causal

Code and data for "Task Resolution Time Estimation through Cognitive Load: An EEG Study of Chess Players" (CogSci, 2025)

🐉 Commoji is a psychology-based emoji commit convention that reduces cognitive load and turns Git history into a visually scannable and instantly queryable log. 🏷️

Detect complex and unreadable Mermaid diagrams using research-backed metrics and best practices.